{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "bcb194b1",
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "import torchaudio\n",
    "import yaml\n",
    "from IPython.display import Audio\n",
    "\n",
    "from model.build_model import build_model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "bd8ba2cc",
   "metadata": {},
   "outputs": [],
   "source": [
    "config_path = \"/DKUdata/tangbl/speech-seperation/tse/TSE-TSD_exp/exp/libri2mix/config_sv.yaml\"\n",
    "ckpt_path = \"/DKUdata/tangbl/speech-seperation/tse/TSE-TSD_exp/ckpt/libri2mix/config_sv/best.pth\"\n",
    "\n",
    "device = \"cuda:0\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "99cfaf20",
   "metadata": {},
   "outputs": [],
   "source": [
    "@torch.no_grad()\n",
    "def inf_one(model, mix, ref):\n",
    "    return model(mix, ref)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "faca436e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Tar_Model(\n",
       "  (stft): STFT()\n",
       "  (istft): iSTFT()\n",
       "  (att): TF_gridnet_attentionblock(\n",
       "    (attn_conv_Q): Conv2d(128, 16, kernel_size=(1, 1), stride=(1, 1))\n",
       "    (attn_norm_Q): AllHeadPReLULayerNormalization4DCF(\n",
       "      (act): PReLU(num_parameters=4)\n",
       "    )\n",
       "    (attn_conv_K): Conv2d(128, 16, kernel_size=(1, 1), stride=(1, 1))\n",
       "    (attn_norm_K): AllHeadPReLULayerNormalization4DCF(\n",
       "      (act): PReLU(num_parameters=4)\n",
       "    )\n",
       "    (attn_conv_V): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1))\n",
       "    (attn_norm_V): AllHeadPReLULayerNormalization4DCF(\n",
       "      (act): PReLU(num_parameters=4)\n",
       "    )\n",
       "    (attn_concat_proj): Sequential(\n",
       "      (0): Conv2d(128, 128, kernel_size=(1, 1), stride=(1, 1))\n",
       "      (1): PReLU(num_parameters=1)\n",
       "      (2): LayerNormalization4DCF()\n",
       "    )\n",
       "  )\n",
       "  (conv): Sequential(\n",
       "    (0): Conv2d(2, 128, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
       "    (1): GroupNorm(1, 128, eps=1e-05, affine=True)\n",
       "  )\n",
       "  (se_deconv): ConvTranspose2d(256, 2, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))\n",
       "  (dual_mdl): ModuleList(\n",
       "    (0-5): 6 x GridNetV2Block(\n",
       "      (intra_norm): LayerNorm((256,), eps=1e-05, elementwise_affine=True)\n",
       "      (intra_rnn): LSTM(256, 256, batch_first=True, bidirectional=True)\n",
       "      (intra_linear): Linear(in_features=512, out_features=256, bias=True)\n",
       "      (inter_norm): LayerNorm((256,), eps=1e-05, elementwise_affine=True)\n",
       "      (inter_rnn): LSTM(256, 256, batch_first=True, bidirectional=True)\n",
       "      (inter_linear): Linear(in_features=512, out_features=256, bias=True)\n",
       "      (attn_conv_Q): Conv2d(256, 16, kernel_size=(1, 1), stride=(1, 1))\n",
       "      (attn_norm_Q): AllHeadPReLULayerNormalization4DCF(\n",
       "        (act): PReLU(num_parameters=4)\n",
       "      )\n",
       "      (attn_conv_K): Conv2d(256, 16, kernel_size=(1, 1), stride=(1, 1))\n",
       "      (attn_norm_K): AllHeadPReLULayerNormalization4DCF(\n",
       "        (act): PReLU(num_parameters=4)\n",
       "      )\n",
       "      (attn_conv_V): Conv2d(256, 256, kernel_size=(1, 1), stride=(1, 1))\n",
       "      (attn_norm_V): AllHeadPReLULayerNormalization4DCF(\n",
       "        (act): PReLU(num_parameters=4)\n",
       "      )\n",
       "      (attn_concat_proj): Sequential(\n",
       "        (0): Conv2d(256, 256, kernel_size=(1, 1), stride=(1, 1))\n",
       "        (1): PReLU(num_parameters=1)\n",
       "        (2): LayerNormalization4DCF()\n",
       "      )\n",
       "    )\n",
       "  )\n",
       ")"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with open(config_path, \"r\") as f:\n",
    "    config = yaml.safe_load(f)\n",
    "ckpt = torch.load(ckpt_path, map_location='cpu')\n",
    "\n",
    "model = build_model(config['model_conf'])\n",
    "model.load_state_dict(ckpt['model_state_dict'])\n",
    "model.to(device)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "1feb8333",
   "metadata": {},
   "outputs": [],
   "source": [
    "mix_audio, _ = torchaudio.load(\"/Netdata/2021/zb/data/LibriMix/Libri2Mix/wav16k/min/dev/mix_clean/1272-128104-0000_2035-147961-0014.wav\")\n",
    "ref_audio, _ = torchaudio.load(\"/Netdata/2021/zb/data/LibriMix/Libri2Mix/wav16k/min/dev/aux_s1/1272-128104-0000_2035-147961-0014.wav\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "486aaaad",
   "metadata": {},
   "outputs": [],
   "source": [
    "output = inf_one(model, mix_audio.to(device), ref_audio.to(device))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "7820abdd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Audio(output.cpu(), rate=16000)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "bltang_py310",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
